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《Chinese Science Bulletin》 2015-02
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Comparison and overview of PM_(2.5) source apportionment methods

ZHANG Yan Jun;ZHENG Mei;CAI Jing;YAN Cai Qing;HU Yong Tao;RUSSELL Armistead G.;WANG Xue Song;WANG Shu Xiao;ZHANG Yuan Hang;State Key Joint Laboratory of Environmental Simulation and Pollution Control, College of Environmental Sciences and Engineering, Peking University;School of Civil and Environmental Engineering, Georgia Institute of Technology;State Key Joint Laboratory of Environment Simulation and Pollution Control, School of Environment, Tsinghua University;  
Serious air pollution in China now has great influence and threat on air quality, visibility, and human health. Accurate identification and quantification of sources play an important role in establishing relative policies, laws and control measures. This study briefly introduces development history and characteristics of three main methods to apportion sources of particles(emission inventory, sourceoriented model and receptor model). Based on data platform of PM2.5 and chemical components conducted in Atlanta, USA, this study summarizes characteristics of major source apportionment methods of source-oriented model and receptor model and their performance towards different sources(i.e. vehicle emission, coal combustion, biomass burning, dust and secondary sources), points out the differences of various methods and potential reasons and analyzes their weakness and strength in application, suggesting that developing ensemble method should be an important direction for future source apportionment research.
【Fund】: 国家自然科学基金重大项目(21190052);国家自然科学基金创新研究群体科学基金(41121004);国家自然科学基金(41175102);; 环境模拟与污染控制国家重点联合实验室专项(12L05ESPC)资助
【CateGory Index】: X513
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